{"id":"W4392547659","doi":"10.3390/jmse12030461","title":"Hydrodynamic Modeling of Water Renewal Time and Potential Dissolved Matter Using TELEMAC: Applications to Shediac Bay (New Brunswick, Canada)","year":2024,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Université de Moncton; Dalhousie University","funders":"","keywords":"Bay; Environmental science; Hydrology (agriculture); Oceanography; Geology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510956,0.0006052214,0.0003979518,0.0004465558,0.0009442586,0.001042303,0.001104354,0.0009474606,0.001720396],"category_scores_gemma":[0.000638198,0.0002872695,0.0005157205,0.0006653303,0.0006074121,0.0003767045,0.0005666572,0.0006032863,0.0001314394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006661197,"about_ca_system_score_gemma":0.008233524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8706599,"about_ca_topic_score_gemma":0.7937334,"domain_scores_codex":[0.9999132,0.00001076548,0.000006463769,0.00001949413,0.00002151643,0.00002848798],"domain_scores_gemma":[0.9996439,0.0001020502,0.00005208452,0.00001507444,0.0001440141,0.00004275413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003277307,0.00005076181,0.00986717,0.00002813844,0.00001268363,0.0001037774,0.00005283329,0.9827147,0.0009327648,0.001224933,0.0005068309,0.004472688],"study_design_scores_gemma":[0.000009033401,0.000008434071,0.001359548,0.000002616257,0.000004538992,0.000007185713,0.00004529961,0.9979293,0.0001684223,0.00008284683,0.0003761852,0.000006487109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366935,0.0003172121,0.04404007,0.0009329342,0.00006461862,0.0001534742,0.001793352,0.000538534,0.01546624],"genre_scores_gemma":[0.9831887,0.0002473417,0.01230535,0.00005361432,0.00001029708,0.00005651126,0.0004463797,0.0000301494,0.003661766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1293401,"threshold_uncertainty_score":0.2602036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004216869633009947,"score_gpt":0.188379822941434,"score_spread":0.1841629533084241,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}